Hi, I’m Rachana Munugala, a Software Development Engineer specializing in backend and distributed systems for financial services and enterprise SaaS. I currently own backend platforms at Morgan Stanley, delivering trade processing and portfolio management systems that handle 15K+ daily transactions using Java, Spring Boot, Kafka, and AWS. I enjoy building reliable, scalable systems that integrate AI-driven automation to improve compliance, risk, and trading workflows.
I have a track record of embedding AI workflows and RAG pipelines into production, including indexing 50K+ pages into vector stores for real-time context-aware responses. I’ve helped reduce manual review time by 3 hours per analyst per day and previously delivered scalable SaaS backends that shortened client onboarding from 14 to 10 days. I thrive in dual-domain environments, bridging capital markets engineering with AI/ML integration, mentoring junior engineers, and driving cross-functional delivery.
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